Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1043 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 106.1 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
Al is highly overall correlated with B and 6 other fields | High correlation |
B is highly overall correlated with Al and 10 other fields | High correlation |
C is highly overall correlated with Al and 3 other fields | High correlation |
Co is highly overall correlated with B and 4 other fields | High correlation |
Cr is highly overall correlated with Al and 7 other fields | High correlation |
Mo is highly overall correlated with Al and 6 other fields | High correlation |
Nb is highly overall correlated with B and 1 other fields | High correlation |
Ni is highly overall correlated with B | High correlation |
Ta is highly overall correlated with Al and 6 other fields | High correlation |
Target is highly overall correlated with Al and 4 other fields | High correlation |
Ti is highly overall correlated with B and 5 other fields | High correlation |
W is highly overall correlated with Al and 4 other fields | High correlation |
Zr is highly overall correlated with B and 1 other fields | High correlation |
Ti has 121 (11.6%) zeros | Zeros |
Ta has 436 (41.8%) zeros | Zeros |
Nb has 122 (11.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-09-11 01:08:45.928574 |
|---|---|
| Analysis finished | 2025-09-11 01:08:52.252590 |
| Duration | 6.32 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Ni
Real number (ℝ)
High correlation 
| Distinct | 964 |
|---|---|
| Distinct (%) | 92.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.853901 |
| Minimum | 42.430889 |
|---|---|
| Maximum | 69.193821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 42.430889 |
|---|---|
| 5-th percentile | 53.682 |
| Q1 | 58.489172 |
| median | 59.732879 |
| Q3 | 60.317993 |
| 95-th percentile | 61.654211 |
| Maximum | 69.193821 |
| Range | 26.762931 |
| Interquartile range (IQR) | 1.8288211 |
Descriptive statistics
| Standard deviation | 3.3408297 |
|---|---|
| Coefficient of variation (CV) | 0.056764797 |
| Kurtosis | 6.0539617 |
| Mean | 58.853901 |
| Median Absolute Deviation (MAD) | 0.70396861 |
| Skewness | -1.6444558 |
| Sum | 61384.619 |
| Variance | 11.161143 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.54 | 4 | 0.4% |
| 60.25 | 3 | 0.3% |
| 53.7 | 3 | 0.3% |
| 61.05 | 3 | 0.3% |
| 54.09 | 3 | 0.3% |
| 54.27 | 3 | 0.3% |
| 60.75 | 3 | 0.3% |
| 60.64 | 3 | 0.3% |
| 54.6 | 2 | 0.2% |
| 59.33 | 2 | 0.2% |
| Other values (954) | 1014 |
| Value | Count | Frequency (%) |
| 42.43088922 | 1 | |
| 42.62287882 | 1 | |
| 43.13088939 | 1 | |
| 43.23716989 | 1 | |
| 44.01258122 | 1 | |
| 44.18463914 | 1 | |
| 44.30656541 | 1 | |
| 44.49029806 | 1 | |
| 44.63518472 | 1 | |
| 44.64141439 | 1 |
| Value | Count | Frequency (%) |
| 69.19382059 | 1 | |
| 69.06917702 | 1 | |
| 69.0590177 | 1 | |
| 69.04477762 | 1 | |
| 68.97506747 | 1 | |
| 68.46856433 | 1 | |
| 68.33292657 | 1 | |
| 68.22024417 | 1 | |
| 67.99402312 | 1 | |
| 67.90362251 | 1 |
Co
Real number (ℝ)
High correlation 
| Distinct | 869 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.578523 |
| Minimum | 0.78282388 |
|---|---|
| Maximum | 27.881798 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.78282388 |
|---|---|
| 5-th percentile | 9.977593 |
| Q1 | 10.091716 |
| median | 10.284924 |
| Q3 | 15.17 |
| 95-th percentile | 20.49438 |
| Maximum | 27.881798 |
| Range | 27.098975 |
| Interquartile range (IQR) | 5.0782843 |
Descriptive statistics
| Standard deviation | 4.011008 |
|---|---|
| Coefficient of variation (CV) | 0.31887751 |
| Kurtosis | 1.5437862 |
| Mean | 12.578523 |
| Median Absolute Deviation (MAD) | 0.86678061 |
| Skewness | 0.76067078 |
| Sum | 13119.399 |
| Variance | 16.088185 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.17 | 12 | 1.2% |
| 15.16 | 12 | 1.2% |
| 15.18 | 11 | 1.1% |
| 15.14 | 11 | 1.1% |
| 15.15 | 11 | 1.1% |
| 15.13 | 10 | 1.0% |
| 15.2 | 9 | 0.9% |
| 15.23 | 9 | 0.9% |
| 15.19 | 9 | 0.9% |
| 15.12 | 8 | 0.8% |
| Other values (859) | 941 |
| Value | Count | Frequency (%) |
| 0.782823884 | 1 | |
| 0.841761139 | 1 | |
| 0.842413581 | 1 | |
| 0.861704919 | 1 | |
| 1.079741348 | 1 | |
| 1.3665661 | 1 | |
| 1.530981468 | 1 | |
| 1.711031277 | 1 | |
| 1.915495303 | 1 | |
| 2.095247084 | 1 |
| Value | Count | Frequency (%) |
| 27.88179844 | 1 | |
| 27.68347206 | 1 | |
| 27.20138191 | 1 | |
| 27.00048618 | 1 | |
| 26.46513744 | 1 | |
| 26.15427705 | 1 | |
| 26.13898091 | 1 | |
| 25.90568056 | 1 | |
| 25.71833306 | 1 | |
| 25.67223522 | 1 |
Al
Real number (ℝ)
High correlation 
| Distinct | 723 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1149872 |
| Minimum | 0.43 |
|---|---|
| Maximum | 6.0140314 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.43 |
|---|---|
| 5-th percentile | 1.093 |
| Q1 | 2.29 |
| median | 4.9280088 |
| Q3 | 5.091859 |
| 95-th percentile | 5.4959624 |
| Maximum | 6.0140314 |
| Range | 5.5840314 |
| Interquartile range (IQR) | 2.801859 |
Descriptive statistics
| Standard deviation | 1.4859564 |
|---|---|
| Coefficient of variation (CV) | 0.36110839 |
| Kurtosis | -0.64030329 |
| Mean | 4.1149872 |
| Median Absolute Deviation (MAD) | 0.30394331 |
| Skewness | -0.96475989 |
| Sum | 4291.9317 |
| Variance | 2.2080664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 122 | 11.7% |
| 2.16 | 14 | 1.3% |
| 2.19 | 14 | 1.3% |
| 2.26 | 11 | 1.1% |
| 2.25 | 11 | 1.1% |
| 2.23 | 11 | 1.1% |
| 2.2 | 11 | 1.1% |
| 2.27 | 11 | 1.1% |
| 2.22 | 11 | 1.1% |
| 2.21 | 10 | 1.0% |
| Other values (713) | 817 |
| Value | Count | Frequency (%) |
| 0.43 | 1 | 0.1% |
| 0.47 | 1 | 0.1% |
| 0.48 | 2 | |
| 0.51 | 2 | |
| 0.52 | 2 | |
| 0.53 | 2 | |
| 0.54 | 1 | 0.1% |
| 0.56 | 1 | 0.1% |
| 0.58 | 1 | 0.1% |
| 0.61 | 3 |
| Value | Count | Frequency (%) |
| 6.014031387 | 1 | |
| 5.944539913 | 1 | |
| 5.881887 | 1 | |
| 5.855789928 | 1 | |
| 5.824797846 | 1 | |
| 5.823299012 | 1 | |
| 5.817082677 | 1 | |
| 5.785378297 | 1 | |
| 5.77011 | 1 | |
| 5.754069082 | 1 |
Ti
Real number (ℝ)
High correlation  Zeros 
| Distinct | 622 |
|---|---|
| Distinct (%) | 59.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.012801 |
| Minimum | 0 |
|---|---|
| Maximum | 6.7886261 |
| Zeros | 121 |
| Zeros (%) | 11.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.3001213 |
| median | 2.4366609 |
| Q3 | 4.57 |
| 95-th percentile | 5.1901958 |
| Maximum | 6.7886261 |
| Range | 6.7886261 |
| Interquartile range (IQR) | 2.2698787 |
Descriptive statistics
| Standard deviation | 1.6638329 |
|---|---|
| Coefficient of variation (CV) | 0.55225451 |
| Kurtosis | -0.76022285 |
| Mean | 3.012801 |
| Median Absolute Deviation (MAD) | 2.0445519 |
| Skewness | -0.23464646 |
| Sum | 3142.3514 |
| Variance | 2.76834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121 | 11.6% |
| 4.56 | 43 | 4.1% |
| 4.57 | 35 | 3.4% |
| 4.59 | 30 | 2.9% |
| 4.58 | 27 | 2.6% |
| 4.53 | 26 | 2.5% |
| 4.61 | 25 | 2.4% |
| 4.6 | 23 | 2.2% |
| 4.55 | 20 | 1.9% |
| 4.54 | 18 | 1.7% |
| Other values (612) | 675 |
| Value | Count | Frequency (%) |
| 0 | 121 | |
| 0.312987183 | 1 | 0.1% |
| 0.359741809 | 1 | 0.1% |
| 0.400097851 | 1 | 0.1% |
| 0.446025788 | 1 | 0.1% |
| 0.458145096 | 1 | 0.1% |
| 0.477838113 | 1 | 0.1% |
| 0.478229502 | 1 | 0.1% |
| 0.47840803 | 1 | 0.1% |
| 0.520561249 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6.78862611 | 1 | |
| 6.757747624 | 1 | |
| 6.754479187 | 1 | |
| 6.74243541 | 1 | |
| 6.654160157 | 1 | |
| 6.605689791 | 1 | |
| 6.561613963 | 1 | |
| 6.543287372 | 1 | |
| 6.428789095 | 1 | |
| 6.395960533 | 1 |
W
Real number (ℝ)
High correlation 
| Distinct | 867 |
|---|---|
| Distinct (%) | 83.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4516112 |
| Minimum | 0.38 |
|---|---|
| Maximum | 10.560094 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.38 |
|---|---|
| 5-th percentile | 1.17 |
| Q1 | 1.8165917 |
| median | 7.1884118 |
| Q3 | 7.5349643 |
| 95-th percentile | 7.817414 |
| Maximum | 10.560094 |
| Range | 10.180094 |
| Interquartile range (IQR) | 5.7183726 |
Descriptive statistics
| Standard deviation | 2.7810847 |
|---|---|
| Coefficient of variation (CV) | 0.51013995 |
| Kurtosis | -1.3232682 |
| Mean | 5.4516112 |
| Median Absolute Deviation (MAD) | 0.50985663 |
| Skewness | -0.62806732 |
| Sum | 5686.0305 |
| Variance | 7.7344321 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.22 | 14 | 1.3% |
| 1.2 | 12 | 1.2% |
| 1.21 | 12 | 1.2% |
| 1.19 | 12 | 1.2% |
| 1.23 | 12 | 1.2% |
| 1.17 | 10 | 1.0% |
| 1.18 | 8 | 0.8% |
| 1.16 | 8 | 0.8% |
| 1.25 | 8 | 0.8% |
| 1.15 | 8 | 0.8% |
| Other values (857) | 939 |
| Value | Count | Frequency (%) |
| 0.38 | 1 | |
| 0.4 | 1 | |
| 0.41 | 1 | |
| 0.45 | 1 | |
| 0.46 | 1 | |
| 0.47 | 1 | |
| 0.48 | 1 | |
| 0.55 | 1 | |
| 0.56 | 1 | |
| 0.57 | 1 |
| Value | Count | Frequency (%) |
| 10.56009364 | 1 | |
| 10.50409759 | 1 | |
| 10.49819511 | 1 | |
| 10.44373928 | 1 | |
| 10.22420002 | 1 | |
| 10.17657702 | 1 | |
| 10.11241466 | 1 | |
| 9.962733495 | 1 | |
| 9.819802458 | 1 | |
| 9.770887316 | 1 |
Ta
Real number (ℝ)
High correlation  Zeros 
| Distinct | 608 |
|---|---|
| Distinct (%) | 58.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9291197 |
| Minimum | 0 |
|---|---|
| Maximum | 8.4781998 |
| Zeros | 436 |
| Zeros (%) | 41.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.3799851 |
| Q3 | 2.9107861 |
| 95-th percentile | 6.5017096 |
| Maximum | 8.4781998 |
| Range | 8.4781998 |
| Interquartile range (IQR) | 2.9107861 |
Descriptive statistics
| Standard deviation | 2.0782639 |
|---|---|
| Coefficient of variation (CV) | 1.077312 |
| Kurtosis | 0.60031729 |
| Mean | 1.9291197 |
| Median Absolute Deviation (MAD) | 2.3799851 |
| Skewness | 0.99690588 |
| Sum | 2012.0719 |
| Variance | 4.3191808 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 436 | |
| 2.737450645 | 1 | 0.1% |
| 2.276688677 | 1 | 0.1% |
| 2.263070855 | 1 | 0.1% |
| 2.337358113 | 1 | 0.1% |
| 2.415319016 | 1 | 0.1% |
| 2.555569016 | 1 | 0.1% |
| 2.656458532 | 1 | 0.1% |
| 2.6577615 | 1 | 0.1% |
| 2.857396065 | 1 | 0.1% |
| Other values (598) | 598 |
| Value | Count | Frequency (%) |
| 0 | 436 | |
| 0.240493161 | 1 | 0.1% |
| 0.24243779 | 1 | 0.1% |
| 0.254634823 | 1 | 0.1% |
| 0.272912758 | 1 | 0.1% |
| 0.280206919 | 1 | 0.1% |
| 0.323140742 | 1 | 0.1% |
| 0.372096549 | 1 | 0.1% |
| 0.385729016 | 1 | 0.1% |
| 0.40336189 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.478199839 | 1 | |
| 8.410074532 | 1 | |
| 8.239277177 | 1 | |
| 8.207924516 | 1 | |
| 8.198776597 | 1 | |
| 8.129167355 | 1 | |
| 8.037796742 | 1 | |
| 8.021572984 | 1 | |
| 7.984546984 | 1 | |
| 7.967445532 | 1 |
Cr
Real number (ℝ)
High correlation 
| Distinct | 764 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.389756 |
| Minimum | 8.502037 |
|---|---|
| Maximum | 14.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 8.502037 |
|---|---|
| 5-th percentile | 8.6347169 |
| Q1 | 8.8152662 |
| median | 8.8809666 |
| Q3 | 13.94 |
| 95-th percentile | 14.11 |
| Maximum | 14.2 |
| Range | 5.697963 |
| Interquartile range (IQR) | 5.1247338 |
Descriptive statistics
| Standard deviation | 2.3948188 |
|---|---|
| Coefficient of variation (CV) | 0.23049808 |
| Kurtosis | -1.2450249 |
| Mean | 10.389756 |
| Median Absolute Deviation (MAD) | 0.093647459 |
| Skewness | 0.86583246 |
| Sum | 10836.515 |
| Variance | 5.7351571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.07 | 25 | 2.4% |
| 14.08 | 24 | 2.3% |
| 14.1 | 18 | 1.7% |
| 14.09 | 18 | 1.7% |
| 14.06 | 16 | 1.5% |
| 13.95 | 15 | 1.4% |
| 13.99 | 11 | 1.1% |
| 13.91 | 11 | 1.1% |
| 13.94 | 10 | 1.0% |
| 13.93 | 10 | 1.0% |
| Other values (754) | 885 |
| Value | Count | Frequency (%) |
| 8.502037032 | 1 | |
| 8.507768129 | 1 | |
| 8.532856129 | 1 | |
| 8.533136903 | 1 | |
| 8.534433419 | 1 | |
| 8.540040645 | 1 | |
| 8.547861032 | 1 | |
| 8.549933806 | 1 | |
| 8.551354194 | 1 | |
| 8.553080129 | 1 |
| Value | Count | Frequency (%) |
| 14.2 | 1 | 0.1% |
| 14.19 | 2 | 0.2% |
| 14.18 | 2 | 0.2% |
| 14.17 | 4 | |
| 14.16 | 9 | |
| 14.15 | 8 | |
| 14.14 | 6 | |
| 14.13 | 9 | |
| 14.12 | 9 | |
| 14.11 | 9 |
Mo
Real number (ℝ)
High correlation 
| Distinct | 821 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4837672 |
| Minimum | 0.63 |
|---|---|
| Maximum | 4.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.63 |
|---|---|
| 5-th percentile | 0.86325785 |
| Q1 | 0.91081582 |
| median | 1.0160876 |
| Q3 | 2.425 |
| 95-th percentile | 2.84 |
| Maximum | 4.09 |
| Range | 3.46 |
| Interquartile range (IQR) | 1.5141842 |
Descriptive statistics
| Standard deviation | 0.84562385 |
|---|---|
| Coefficient of variation (CV) | 0.5699168 |
| Kurtosis | -0.078400632 |
| Mean | 1.4837672 |
| Median Absolute Deviation (MAD) | 0.13038482 |
| Skewness | 1.1919348 |
| Sum | 1547.5692 |
| Variance | 0.7150797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.75 | 28 | 2.7% |
| 2.76 | 24 | 2.3% |
| 2.78 | 22 | 2.1% |
| 2.79 | 22 | 2.1% |
| 2.74 | 20 | 1.9% |
| 2.73 | 18 | 1.7% |
| 2.77 | 17 | 1.6% |
| 2.8 | 14 | 1.3% |
| 2.84 | 10 | 1.0% |
| 2.85 | 9 | 0.9% |
| Other values (811) | 859 |
| Value | Count | Frequency (%) |
| 0.63 | 1 | |
| 0.65 | 1 | |
| 0.66 | 2 | |
| 0.7 | 1 | |
| 0.75 | 1 | |
| 0.78 | 1 | |
| 0.8 | 1 | |
| 0.821701435 | 1 | |
| 0.828027848 | 1 | |
| 0.828317671 | 1 |
| Value | Count | Frequency (%) |
| 4.09 | 1 | |
| 4.08 | 1 | |
| 4.06 | 1 | |
| 4.05 | 2 | |
| 4.03 | 2 | |
| 4.01 | 1 | |
| 3.99 | 1 | |
| 3.95 | 2 | |
| 3.87 | 1 | |
| 3.85 | 1 |
Nb
Real number (ℝ)
High correlation  Zeros 
| Distinct | 617 |
|---|---|
| Distinct (%) | 59.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1082598 |
| Minimum | 0 |
|---|---|
| Maximum | 8.0417135 |
| Zeros | 122 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.98 |
| median | 2.3676159 |
| Q3 | 2.5992291 |
| 95-th percentile | 6.272684 |
| Maximum | 8.0417135 |
| Range | 8.0417135 |
| Interquartile range (IQR) | 1.6192291 |
Descriptive statistics
| Standard deviation | 1.7347901 |
|---|---|
| Coefficient of variation (CV) | 0.82285403 |
| Kurtosis | 1.8284035 |
| Mean | 2.1082598 |
| Median Absolute Deviation (MAD) | 1.3676159 |
| Skewness | 1.3503321 |
| Sum | 2198.915 |
| Variance | 3.0094967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 122 | 11.7% |
| 0.98 | 93 | 8.9% |
| 0.99 | 70 | 6.7% |
| 0.97 | 58 | 5.6% |
| 1 | 37 | 3.5% |
| 0.96 | 21 | 2.0% |
| 1.01 | 21 | 2.0% |
| 1.02 | 11 | 1.1% |
| 2.612086305 | 2 | 0.2% |
| 5.373672302 | 1 | 0.1% |
| Other values (607) | 607 |
| Value | Count | Frequency (%) |
| 0 | 122 | |
| 0.234188093 | 1 | 0.1% |
| 0.23874534 | 1 | 0.1% |
| 0.240135901 | 1 | 0.1% |
| 0.248169551 | 1 | 0.1% |
| 0.2498003 | 1 | 0.1% |
| 0.266189957 | 1 | 0.1% |
| 0.289096289 | 1 | 0.1% |
| 0.351203799 | 1 | 0.1% |
| 0.430200304 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.041713508 | 1 | |
| 8.029784248 | 1 | |
| 7.971233068 | 1 | |
| 7.951161482 | 1 | |
| 7.945535419 | 1 | |
| 7.935002226 | 1 | |
| 7.838456311 | 1 | |
| 7.833657856 | 1 | |
| 7.672316082 | 1 | |
| 7.597639084 | 1 |
Zr
Real number (ℝ)
High correlation 
| Distinct | 714 |
|---|---|
| Distinct (%) | 68.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.034867648 |
| Minimum | 0.02 |
|---|---|
| Maximum | 0.048665742 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.028645657 |
| Q1 | 0.03 |
| median | 0.0350464 |
| Q3 | 0.039181262 |
| 95-th percentile | 0.042202597 |
| Maximum | 0.048665742 |
| Range | 0.028665742 |
| Interquartile range (IQR) | 0.009181262 |
Descriptive statistics
| Standard deviation | 0.0047163658 |
|---|---|
| Coefficient of variation (CV) | 0.13526481 |
| Kurtosis | -0.97771969 |
| Mean | 0.034867648 |
| Median Absolute Deviation (MAD) | 0.0049536 |
| Skewness | 0.080361902 |
| Sum | 36.366957 |
| Variance | 2.2244106 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03 | 241 | 23.1% |
| 0.04 | 70 | 6.7% |
| 0.02 | 3 | 0.3% |
| 0.0360047 | 2 | 0.2% |
| 0.040552451 | 2 | 0.2% |
| 0.03660971 | 2 | 0.2% |
| 0.037382532 | 2 | 0.2% |
| 0.027146268 | 2 | 0.2% |
| 0.036519179 | 2 | 0.2% |
| 0.035594 | 2 | 0.2% |
| Other values (704) | 715 |
| Value | Count | Frequency (%) |
| 0.02 | 3 | |
| 0.024189347 | 1 | 0.1% |
| 0.02488074 | 1 | 0.1% |
| 0.025891765 | 1 | 0.1% |
| 0.026099484 | 1 | 0.1% |
| 0.026338224 | 1 | 0.1% |
| 0.026441573 | 1 | 0.1% |
| 0.026767289 | 1 | 0.1% |
| 0.026840748 | 1 | 0.1% |
| 0.026909198 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.048665742 | 1 | |
| 0.046921371 | 1 | |
| 0.046784471 | 1 | |
| 0.045168168 | 1 | |
| 0.044929697 | 1 | |
| 0.044636024 | 1 | |
| 0.044598487 | 1 | |
| 0.04449083 | 1 | |
| 0.044335727 | 1 | |
| 0.044196297 | 1 |
B
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.1 KiB |
| 0.01 | |
|---|---|
| 0.02 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.02 |
|---|---|
| 2nd row | 0.02 |
| 3rd row | 0.02 |
| 4th row | 0.02 |
| 5th row | 0.02 |
Common Values
| Value | Count | Frequency (%) |
| 0.01 | 729 | |
| 0.02 | 314 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.01 | 729 | |
| 0.02 | 314 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2086 | |
| . | 1043 | |
| 1 | 729 | 17.5% |
| 2 | 314 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3129 | |
| Other Punctuation | 1043 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2086 | |
| 1 | 729 | 23.3% |
| 2 | 314 | 10.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1043 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4172 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2086 | |
| . | 1043 | |
| 1 | 729 | 17.5% |
| 2 | 314 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2086 | |
| . | 1043 | |
| 1 | 729 | 17.5% |
| 2 | 314 | 7.5% |
C
Real number (ℝ)
High correlation 
| Distinct | 123 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.029395973 |
| Minimum | 0.002479339 |
|---|---|
| Maximum | 0.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.002479339 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.01 |
| median | 0.01 |
| Q3 | 0.02 |
| 95-th percentile | 0.17082645 |
| Maximum | 0.3 |
| Range | 0.29752066 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.053300325 |
|---|---|
| Coefficient of variation (CV) | 1.8131846 |
| Kurtosis | 11.323117 |
| Mean | 0.029395973 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.4663208 |
| Sum | 30.66 |
| Variance | 0.0028409246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 608 | |
| 0.02 | 314 | |
| 0.297520661 | 1 | 0.1% |
| 0.295041322 | 1 | 0.1% |
| 0.218181818 | 1 | 0.1% |
| 0.215702479 | 1 | 0.1% |
| 0.21322314 | 1 | 0.1% |
| 0.210743802 | 1 | 0.1% |
| 0.208264463 | 1 | 0.1% |
| 0.205785124 | 1 | 0.1% |
| Other values (113) | 113 | 10.8% |
| Value | Count | Frequency (%) |
| 0.002479339 | 1 | 0.1% |
| 0.004958678 | 1 | 0.1% |
| 0.007438017 | 1 | 0.1% |
| 0.009917355 | 1 | 0.1% |
| 0.01 | 608 | |
| 0.012396694 | 1 | 0.1% |
| 0.014876033 | 1 | 0.1% |
| 0.017355372 | 1 | 0.1% |
| 0.019834711 | 1 | 0.1% |
| 0.02 | 314 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | |
| 0.297520661 | 1 | |
| 0.295041322 | 1 | |
| 0.292561983 | 1 | |
| 0.290082645 | 1 | |
| 0.287603306 | 1 | |
| 0.285123967 | 1 | |
| 0.282644628 | 1 | |
| 0.280165289 | 1 | |
| 0.27768595 | 1 |
Target
Real number (ℝ)
High correlation 
| Distinct | 1042 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83591633 |
| Minimum | 0.000406478 |
|---|---|
| Maximum | 2.4545219 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.3 KiB |
Quantile statistics
| Minimum | 0.000406478 |
|---|---|
| 5-th percentile | 0.03188817 |
| Q1 | 0.22505989 |
| median | 0.87442145 |
| Q3 | 1.3187896 |
| 95-th percentile | 1.7795184 |
| Maximum | 2.4545219 |
| Range | 2.4541155 |
| Interquartile range (IQR) | 1.0937297 |
Descriptive statistics
| Standard deviation | 0.60894973 |
|---|---|
| Coefficient of variation (CV) | 0.72848167 |
| Kurtosis | -1.1881443 |
| Mean | 0.83591633 |
| Median Absolute Deviation (MAD) | 0.57332992 |
| Skewness | 0.17665224 |
| Sum | 871.86074 |
| Variance | 0.37081977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.280306972 | 2 | 0.2% |
| 0.171384517 | 1 | 0.1% |
| 0.462198936 | 1 | 0.1% |
| 0.628339891 | 1 | 0.1% |
| 0.757213623 | 1 | 0.1% |
| 0.651956241 | 1 | 0.1% |
| 0.526815329 | 1 | 0.1% |
| 0.536347229 | 1 | 0.1% |
| 0.596228159 | 1 | 0.1% |
| 0.425676921 | 1 | 0.1% |
| Other values (1032) | 1032 |
| Value | Count | Frequency (%) |
| 0.000406478 | 1 | |
| 0.000528421 | 1 | |
| 0.000535196 | 1 | |
| 0.000812955 | 1 | |
| 0.001219433 | 1 | |
| 0.001293954 | 1 | |
| 0.001768178 | 1 | |
| 0.003360215 | 1 | |
| 0.003468609 | 1 | |
| 0.00390896 | 1 |
| Value | Count | Frequency (%) |
| 2.454521928 | 1 | |
| 2.435512324 | 1 | |
| 2.35364773 | 1 | |
| 2.353207379 | 1 | |
| 2.224001691 | 1 | |
| 2.15852492 | 1 | |
| 2.140497637 | 1 | |
| 2.130240852 | 1 | |
| 2.12644706 | 1 | |
| 2.109957618 | 1 |
Interactions
Correlations
| Al | B | C | Co | Cr | Mo | Nb | Ni | Ta | Target | Ti | W | Zr | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Al | 1.000 | 0.997 | -0.659 | -0.479 | -0.735 | -0.572 | 0.386 | 0.085 | 0.567 | 0.513 | -0.417 | 0.571 | 0.331 |
| B | 0.997 | 1.000 | 0.203 | 0.926 | 0.998 | 0.927 | 0.940 | 0.513 | 0.729 | 0.752 | 0.944 | 0.904 | 0.702 |
| C | -0.659 | 0.203 | 1.000 | 0.330 | 0.580 | 0.656 | -0.321 | -0.212 | -0.262 | -0.240 | 0.264 | -0.567 | -0.134 |
| Co | -0.479 | 0.926 | 0.330 | 1.000 | 0.445 | 0.603 | -0.228 | -0.495 | -0.701 | -0.527 | 0.665 | -0.431 | -0.291 |
| Cr | -0.735 | 0.998 | 0.580 | 0.445 | 1.000 | 0.540 | -0.324 | 0.021 | -0.691 | -0.500 | 0.538 | -0.598 | -0.437 |
| Mo | -0.572 | 0.927 | 0.656 | 0.603 | 0.540 | 1.000 | -0.459 | -0.249 | -0.500 | -0.303 | 0.605 | -0.602 | -0.148 |
| Nb | 0.386 | 0.940 | -0.321 | -0.228 | -0.324 | -0.459 | 1.000 | -0.036 | 0.112 | 0.086 | -0.572 | 0.476 | -0.206 |
| Ni | 0.085 | 0.513 | -0.212 | -0.495 | 0.021 | -0.249 | -0.036 | 1.000 | 0.151 | 0.450 | -0.029 | 0.091 | -0.018 |
| Ta | 0.567 | 0.729 | -0.262 | -0.701 | -0.691 | -0.500 | 0.112 | 0.151 | 1.000 | 0.686 | -0.681 | 0.230 | 0.605 |
| Target | 0.513 | 0.752 | -0.240 | -0.527 | -0.500 | -0.303 | 0.086 | 0.450 | 0.686 | 1.000 | -0.339 | 0.270 | 0.470 |
| Ti | -0.417 | 0.944 | 0.264 | 0.665 | 0.538 | 0.605 | -0.572 | -0.029 | -0.681 | -0.339 | 1.000 | -0.347 | -0.153 |
| W | 0.571 | 0.904 | -0.567 | -0.431 | -0.598 | -0.602 | 0.476 | 0.091 | 0.230 | 0.270 | -0.347 | 1.000 | 0.183 |
| Zr | 0.331 | 0.702 | -0.134 | -0.291 | -0.437 | -0.148 | -0.206 | -0.018 | 0.605 | 0.470 | -0.153 | 0.183 | 1.000 |
Missing values
Sample
| Ni | Co | Al | Ti | W | Ta | Cr | Mo | Nb | Zr | B | C | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 53.53 | 21.40 | 2.23 | 4.61 | 0.38 | 0.0 | 14.07 | 2.74 | 0.97 | 0.03 | 0.02 | 0.02 | 0.171385 |
| 1 | 53.67 | 21.25 | 2.16 | 4.62 | 0.40 | 0.0 | 14.13 | 2.72 | 0.98 | 0.03 | 0.02 | 0.02 | 0.114124 |
| 2 | 53.51 | 21.34 | 2.22 | 4.59 | 0.41 | 0.0 | 14.15 | 2.74 | 0.97 | 0.03 | 0.02 | 0.02 | 0.118864 |
| 3 | 53.59 | 21.26 | 2.24 | 4.59 | 0.45 | 0.0 | 14.10 | 2.73 | 0.97 | 0.03 | 0.02 | 0.02 | 0.075920 |
| 4 | 53.52 | 21.25 | 2.27 | 4.60 | 0.46 | 0.0 | 14.14 | 2.73 | 0.96 | 0.03 | 0.02 | 0.02 | 0.120216 |
| 5 | 53.62 | 21.20 | 2.20 | 4.63 | 0.47 | 0.0 | 14.10 | 2.75 | 0.96 | 0.03 | 0.02 | 0.02 | 0.149167 |
| 6 | 53.68 | 21.07 | 2.23 | 4.61 | 0.48 | 0.0 | 14.12 | 2.75 | 0.99 | 0.03 | 0.02 | 0.02 | 0.123625 |
| 7 | 53.70 | 21.10 | 2.11 | 4.63 | 0.57 | 0.0 | 14.12 | 2.72 | 0.98 | 0.03 | 0.02 | 0.02 | 0.084258 |
| 8 | 53.83 | 21.05 | 2.09 | 4.56 | 0.55 | 0.0 | 14.12 | 2.75 | 0.98 | 0.03 | 0.02 | 0.02 | 0.185537 |
| 9 | 53.75 | 21.05 | 2.22 | 4.59 | 0.56 | 0.0 | 14.06 | 2.73 | 0.97 | 0.03 | 0.02 | 0.02 | 0.112066 |
| Ni | Co | Al | Ti | W | Ta | Cr | Mo | Nb | Zr | B | C | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1033 | 59.599789 | 10.136385 | 5.191513 | 2.321944 | 7.183067 | 2.837082 | 8.938723 | 0.942061 | 2.522245 | 0.039504 | 0.01 | 0.277686 | 1.654588 |
| 1034 | 59.722989 | 10.163062 | 4.741922 | 2.345883 | 7.387153 | 2.903778 | 8.942324 | 0.916184 | 2.548620 | 0.037921 | 0.01 | 0.280165 | 1.619529 |
| 1035 | 60.033551 | 10.097697 | 4.799280 | 2.349070 | 7.220808 | 2.834124 | 8.911530 | 0.925392 | 2.500468 | 0.035435 | 0.01 | 0.282645 | 1.498554 |
| 1036 | 59.877412 | 10.124576 | 4.884677 | 2.343222 | 7.188412 | 2.848121 | 8.920903 | 0.965064 | 2.515106 | 0.037383 | 0.01 | 0.285124 | 1.665718 |
| 1037 | 59.781523 | 10.134749 | 4.737388 | 2.354120 | 7.311764 | 2.908827 | 8.930251 | 0.960112 | 2.545878 | 0.037784 | 0.01 | 0.287603 | 1.281502 |
| 1038 | 59.857206 | 10.138978 | 4.812728 | 2.343077 | 7.194242 | 2.898277 | 8.927493 | 0.938475 | 2.549313 | 0.040129 | 0.01 | 0.290083 | 1.558754 |
| 1039 | 59.834785 | 10.114097 | 4.850336 | 2.352340 | 7.165133 | 2.950052 | 8.927567 | 0.930642 | 2.534885 | 0.037603 | 0.01 | 0.292562 | 1.567364 |
| 1040 | 60.034721 | 10.068643 | 4.650326 | 2.339989 | 7.236820 | 2.926888 | 8.935065 | 0.933614 | 2.535813 | 0.033079 | 0.01 | 0.295041 | 1.868144 |
| 1041 | 59.848804 | 10.147194 | 4.860658 | 2.339299 | 7.247643 | 2.842412 | 8.936931 | 0.939518 | 2.491690 | 0.038330 | 0.01 | 0.297521 | 1.380967 |
| 1042 | 59.804078 | 10.087846 | 4.910489 | 2.344802 | 7.212787 | 2.891843 | 8.928104 | 0.931097 | 2.540653 | 0.038301 | 0.01 | 0.300000 | 1.464329 |